Upload 4 files

README.md

@@ -1,13 +1,12 @@
 ---
-title: SujokTherapy
-emoji: 💻
-colorFrom: pink
-colorTo: green
+title: SuJokEase! 
+emoji: 🩺
+colorFrom: #FF5733
+colorTo: #FFBF00
 sdk: streamlit
-sdk_version: 1.27.2
+sdk_version: 1.25.0
 app_file: app.py
 pinned: false
-license: llama2
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+

app.py

@@ -0,0 +1,95 @@
+#shree
+import streamlit as st
+from streamlit_chat import message
+from langchain.chains import ConversationalRetrievalChain
+from langchain.document_loaders import DirectoryLoader
+from langchain.document_loaders import PyPDFLoader 
+from langchain.embeddings import HuggingFaceEmbeddings
+from langchain.llms import CTransformers
+from langchain.text_splitter import RecursiveCharacterTextSplitter
+from langchain.vectorstores import FAISS
+from langchain.memory import ConversationBufferMemory
+from langchain.document_loaders.csv_loader import CSVLoader
+
+
+st.set_page_config(
+   page_title="SuJokEase",
+   page_icon="🩺",
+   layout="wide",
+   initial_sidebar_state="expanded",
+)
+
+from langchain.document_loaders.csv_loader import CSVLoader
+loader = CSVLoader(file_path='data.csv')
+documents = loader.load()
+
+text_splitter  = RecursiveCharacterTextSplitter(chunk_size=500,chunk_overlap=50)
+text_chunks = text_splitter.split_documents(documents)
+
+embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2",
+                                   model_kwargs={'device':"cpu"})
+
+vector_store = FAISS.from_documents(text_chunks,embeddings)
+
+llm = CTransformers(model="model.bin",model_type="llama",
+                    config={'max_new_tokens':128,'temperature':0.01})
+
+memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True)
+
+chain = ConversationalRetrievalChain.from_llm(llm=llm,chain_type='stuff',
+                                              retriever=vector_store.as_retriever(search_kwargs={"k":2}),
+                                              memory=memory)
+
+# Sidebar for user input
+st.sidebar.title("SuJokEase🩺")
+st.sidebar.info("A Conversational Retrieval Chain Chat-Bot for Sujok Therapy Points  Conversational Retrieval Chain Chat-Bot for Sujok Therapy weather you are Students, Working Professional or in situations where you need instant relaxation. We are at your Back! ")
+github_link = "[GitHub]()"
+st.sidebar.info("To contribute and Sponser - " + github_link)
+
+st.title("A Conversational Retrieval Chain Chat-Bot for Sujok Therapy Points🩺")
+st.text("Your wellness companion for instant relaxation.")
+
+
+def conversation_chat(query):
+    result = chain({"question": query, "chat_history": st.session_state['history']})
+    st.session_state['history'].append((query, result["answer"]))
+    return result["answer"]
+
+def initialize_session_state():
+    if 'history' not in st.session_state:
+        st.session_state['history'] = []
+
+    if 'generated' not in st.session_state:
+        st.session_state['generated'] = ["Hello! Ask me anything about Pains"]
+
+    if 'past' not in st.session_state:
+        st.session_state['past'] = ["Hello!"]
+
+def display_chat_history():
+    reply_container = st.container()
+    container = st.container()
+
+    with container:
+        with st.form(key='my_form', clear_on_submit=True):
+            user_input = st.text_input("Question:", placeholder="Ask anything about Sujok Thearpy", key='input')
+            submit_button = st.form_submit_button(label='Send')
+
+        if submit_button and user_input:
+            output = conversation_chat(user_input)
+
+            st.session_state['past'].append(user_input)
+            st.session_state['generated'].append(output)
+
+    if st.session_state['generated']:
+        with reply_container:
+            for i in range(len(st.session_state['generated'])):
+               message(st.session_state["past"][i], is_user=True, key=str(i) + '_user', avatar_style="robot")
+               message(st.session_state["generated"][i], key=str(i), avatar_style="superhero")
+
+# Initialize session state
+initialize_session_state()
+# Display chat history
+display_chat_history()
+
+
+

data.csv

@@ -0,0 +1,32 @@
+Condition,Point
+Headache,"Thumb tip, Tips of all fingers"
+Eye Problems,"Index finger tip, Upper tip of the index finger"
+Ear Issues,Middle finger tip
+Nose and Sinus,"Ring finger tip, Base of the thumb (near the nail)"
+Throat Discomfort,Little finger tip
+Heart and Chest,Base of the thumb (near the wrist)
+Lung and Respiratory,Upper part of the thumb (near the nail)
+Stomach Disorders,Below the thumb
+Liver and Gallbladder,Thumb joint area
+Kidney and Urinary,Middle of the palm
+Digestive Problems,Center of the palm
+Back Pain,"Wrist area, Lower wrist area"
+Stress and Anxiety,"Point between the thumb and index finger, Points on the palm's center"
+Insomnia,"Point between the thumb and index finger, Lower wrist area"
+Fatigue,"Wrist area between the thumb and wrist, Upper wrist area, Outer edge of the little finger, Base of the middle finger"
+Nausea,"Point below the thumb, Tip of the middle finger"
+Joint Pain,"Joints of fingers and thumb, Tip of the ring finger"
+Menstrual Issues,Lower area of the thumb
+Diabetes,"Tip of the thumb, Thumb joint area"
+Hypertension,Middle finger joint area
+Immune System,"Upper part of the index finger, Outer edge of the thumb"
+Digestive Disorders,"Points along the middle finger, Base of the thumb"
+Hormonal Balance,"Center of the index finger, Point between the middle and ring finger"
+Constipation,Point below the middle finger
+Sciatica,"Outer edge of the hand, near the little finger"
+Weight Management,Upper edge of the palm
+Skin Issues,Points on the palm's center and edges
+Blood Circulation,"Circular motions around the palm, Point between the middle and ring finger"
+Anxiety,"Point between the index and middle finger, Points on the palm's center, Base of the little finger"
+Depression,Lower wrist area
+Knee Pain,"Tip of the thumb and index finger, Joints of fingers and thumb"

requirements.txt

@@ -0,0 +1,14 @@
+langchain
+torch
+accelerate
+#bitsandbytes
+transformers
+sentence_transformers
+streamlit
+streamlit_chat
+faiss-cpu
+altair
+tiktoken
+huggingface-hub
+pypdf
+ctransformers